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--- |
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language: |
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- en |
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license: mit |
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pretty_name: Passivation Layer Breakdown Mapping v0.1 |
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dataset_name: materials-passivation-layer-breakdown-mapping-v0.1 |
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tags: |
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- clarusc64 |
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- materials |
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- corrosion |
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- alloys |
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- electrochemistry |
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- failure-prediction |
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task_categories: |
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- tabular-regression |
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- tabular-classification |
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size_categories: |
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- 1K<n<10K |
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configs: |
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- config_name: default |
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data_files: |
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- split: train |
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path: data/train.csv |
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- split: test |
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path: data/test.csv |
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--- |
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What this dataset tests |
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Whether a system can detect |
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loss of coherence between |
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electrochemical impedance |
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surface micro-pH |
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pit nucleation signals |
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before visible corrosion failure. |
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Corrosion begins as relationship collapse |
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not visible damage. |
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Required outputs |
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passivation_coherence_score |
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pit_growth_acceleration |
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breakdown_risk_flag |
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time_to_pitting |
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critical_surface_zone |
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protective_action |
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Use case |
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Marine alloys |
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chemical plants |
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energy infrastructure |
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aerospace |
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Detect passivation collapse |
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before pitting cascade. |
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